STimage: Robust and interpretable prediction of gene markers and cell types from spatial transcriptomics data
This dataset comprises raw sequencing data (FASTQ files) derived from 13 Formalin-Fixed Paraffin-Embedded (FFPE) melanoma tissue samples profiled using the 10x Genomics Visium platform. These spatially resolved transcriptomic profiles serve as the primary dataset for the STimage study, enabling the development and benchmarking of deep learning models that predict gene expression directly from H&E histology images.
- 07/01/2026
- 10 samples
- DAC: EGAC50000000867
- Technology: Illumina NovaSeq 6000
DUO:0000021 version: 2021-02-23
ethics approval required
This data use modifier indicates that the requestor must provide documentation of local IRB/ERB approval.
DUO:0000042 version: 2021-02-23
general research use
This data use permission indicates that use is allowed for general research use for any research purpose.
STimage Data Access Policy
Access to STimage datasets is granted to researchers for research only purposes. Applicants must agree to the following conditions: Intended Use: Data must be used solely for biomedical research purposes as outlined in the approved data access application. Commercial use is not permitted. Researcher Status: Applicants must be affiliated with a recognized research institution or university. Data Protection: The applicant agrees to maintain the confidentiality of the data. No attempt to identify individual participants or link the data to other sources to re-identify individuals is permitted. Sharing: The data must not be redistributed or shared with third parties not listed in the approved application. Acknowledgement: Any publications resulting from the use of this data must acknowledge the STimage project and cite the relevant primary publications. Application Process: To apply for access, please submit a Data Access Request (DAR) via the EGA account. The application should include a brief outline of the proposed research and the specific datasets requested. The STimage DAC endeavors to review all applications within 5 working days.
Studies are experimental investigations of a particular phenomenon, e.g., case-control studies on a particular trait or cancer research projects reporting matching cancer normal genomes from patients.
| Study ID | Study Title | Study Type |
|---|---|---|
| EGAS50000001503 | Transcriptome Sequencing |
This table displays only public information pertaining to the files in the dataset. If you wish to access this dataset, please submit a request. If you already have access to these data files, please consult the download documentation.
| ID | File Type | Size | Quality Report |
Located in
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|---|---|---|---|---|
| EGAF50000515834 | fastq.gz | 338.3 MB |
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| EGAF50000515835 | fastq.gz | 437.2 MB |
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| EGAF50000515836 | fastq.gz | 1.2 GB |
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| EGAF50000515837 | fastq.gz | 1.6 GB |
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| EGAF50000515838 | fastq.gz | 339.0 MB |
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| EGAF50000515839 | fastq.gz | 438.6 MB |
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| EGAF50000515840 | fastq.gz | 1.2 GB |
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| EGAF50000515841 | fastq.gz | 1.6 GB |
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| EGAF50000515842 | fastq.gz | 344.6 MB |
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| EGAF50000515843 | fastq.gz | 443.4 MB |
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| EGAF50000515844 | fastq.gz | 1.3 GB |
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| EGAF50000515845 | fastq.gz | 1.8 GB |
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| EGAF50000515846 | fastq.gz | 343.2 MB |
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| EGAF50000515847 | fastq.gz | 445.9 MB |
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| EGAF50000515848 | fastq.gz | 1.3 GB |
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| EGAF50000515849 | fastq.gz | 1.8 GB |
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| EGAF50000515850 | fastq.gz | 258.0 MB |
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| EGAF50000515851 | fastq.gz | 329.7 MB |
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| EGAF50000515852 | fastq.gz | 923.7 MB |
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| EGAF50000515853 | fastq.gz | 1.3 GB |
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| EGAF50000515854 | fastq.gz | 267.4 MB |
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| EGAF50000515855 | fastq.gz | 339.5 MB |
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| EGAF50000515856 | fastq.gz | 937.3 MB |
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| EGAF50000515857 | fastq.gz | 1.3 GB |
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| EGAF50000515858 | fastq.gz | 435.6 MB |
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| EGAF50000515859 | fastq.gz | 502.9 MB |
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| EGAF50000515860 | fastq.gz | 1.6 GB |
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| EGAF50000515861 | fastq.gz | 2.2 GB |
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| EGAF50000515862 | fastq.gz | 449.5 MB |
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| EGAF50000515863 | fastq.gz | 517.2 MB |
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| EGAF50000515864 | fastq.gz | 1.6 GB |
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| EGAF50000515865 | fastq.gz | 2.3 GB |
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| EGAF50000515866 | fastq.gz | 360.8 MB |
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| EGAF50000515867 | fastq.gz | 401.6 MB |
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| EGAF50000515868 | fastq.gz | 1.2 GB |
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| EGAF50000515869 | fastq.gz | 1.6 GB |
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| EGAF50000515870 | fastq.gz | 367.5 MB |
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| EGAF50000515871 | fastq.gz | 413.3 MB |
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| EGAF50000515872 | fastq.gz | 1.2 GB |
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| EGAF50000515873 | fastq.gz | 1.7 GB |
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| 40 Files (37.7 GB) | ||||
